Radiology

Latest AI and machine learning research in radiology for healthcare professionals.

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Dynamic memory to alleviate catastrophic forgetting in continual learning with medical imaging.

Medical imaging is a central part of clinical diagnosis and treatment guidance. Machine learning has...

Sep 2021 34584080
Deep learning from MRI-derived labels enables automatic brain tissue classification on human brain CT.

Automatic methods for feature extraction, volumetry, and morphometric analysis in clinical neuroscie...

Sep 2021 34571160
A deep learning toolbox for automatic segmentation of subcortical limbic structures from MRI images.

A tool was developed to automatically segment several subcortical limbic structures (nucleus accumbe...

Sep 2021 34571161
Towards real time guide wire shape extraction in fluoroscopic sequences: A two phase deep learning scheme to extract sparse curvilinear structures.

BACKGROUND AND OBJECTIVE: Real time localization and shape extraction of guide wire in fluoroscopic ...

Sep 2021 34741846
Imaging depth adaptive resolution enhancement for optical coherence tomography via deep neural network with external attention.

Optical coherence tomography (OCT) is a promising non-invasive imaging technique that owns many biom...

Sep 2021 34464947
Artificial intelligence system reduces false-positive findings in the interpretation of breast ultrasound exams.

Though consistently shown to detect mammographically occult cancers, breast ultrasound has been note...

Sep 2021 34561440
Combining multi-site magnetic resonance imaging with machine learning predicts survival in pediatric brain tumors.

Brain tumors represent the highest cause of mortality in the pediatric oncological population. Diagn...

Sep 2021 34556677
Prediction of blood supply in vestibular schwannomas using radiomics machine learning classifiers.

This study attempts to explore the radiomics-based features of multi-parametric magnetic resonance i...

Sep 2021 34556732
A deep-learning model for identifying fresh vertebral compression fractures on digital radiography.

OBJECTIVES: To develop a deep-learning (DL) model for identifying fresh VCFs from digital radiograph...

Sep 2021 34553256
Stakeholders' perspectives on the future of artificial intelligence in radiology: a scoping review.

OBJECTIVES: Artificial intelligence (AI) has the potential to impact clinical practice and healthcar...

Sep 2021 34545445
Deep learning methods for automatic segmentation of lower leg muscles and bones from MRI scans of children with and without cerebral palsy.

Cerebral palsy is a neurological condition that is known to affect muscle growth. Detailed investiga...

Sep 2021 34545647
Deep Learning for Adjacent Segment Disease at Preoperative MRI for Cervical Radiculopathy.

Background Patients who undergo surgery for cervical radiculopathy are at risk for developing adjace...

Sep 2021 34546126
Towards Scale and Position Invariant Task Classification using Normalised Visual Scanpaths in Clinical Fetal Ultrasound.

We present a method for classifying tasks in fetal ultrasound scans using the eye-tracking data of s...

Sep 2021 35368447
3D MRI Models of the Musculoskeletal System.

Computed tomography (CT) is most commonly used to produce three-dimensional (3D) models for evaluati...

Sep 2021 34547804
An MR-Safe Endovascular Robotic Platform: Design, Control, and Ex-Vivo Evaluation.

OBJECTIVE: Cardiovascular diseases are the most common cause of global death. Endovascular intervent...

Sep 2021 33705306
An Unsupervised Learning-Based Multi-Organ Registration Method for 3D Abdominal CT Images.

Medical image registration is an essential technique to achieve spatial consistency geometric positi...

Sep 2021 34577461
Deep Learning-Based Image Feature with Arthroscopy-Aided Early Diagnosis and Treatment of Meniscus Injury of Knee Joint.

The aim of this study is to explore the clinical effect of deep learning-based MRI-assisted arthrosc...

Sep 2021 34567478
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